diff --git a/README.md b/README.md
index 4696a10..84e678e 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,6 @@
 # dvc-luigi
 This is a learning repository about DVC Data Version Control and Luigi Pipelines
 
+- luigi, dvc, pre-commit
 - setup https://github.com/Kaggle/kaggle-api
-- `kaggle competitions download -c sentiment-analysis-on-movie-reviews -p data`
\ No newline at end of file
+- `kaggle competitions download -c sentiment-analysis-on-movie-reviews -p data`
diff --git a/data/.gitignore b/data/.gitignore
index d8ee7f0..a3b5fb6 100644
--- a/data/.gitignore
+++ b/data/.gitignore
@@ -1,2 +1,3 @@
+/output/
 /data.xml
 /sentiment-analysis-on-movie-reviews.zip
diff --git a/requirements.txt b/requirements.txt
index 7216041..a00e0b4 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,3 @@
 kaggle==1.5.16
 dvc==3.28.0
+luigi==3.4.0
\ No newline at end of file
diff --git a/source/__init__.py b/source/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/source/get_raw_data.py b/source/get_raw_data.py
new file mode 100644
index 0000000..0ccc80c
--- /dev/null
+++ b/source/get_raw_data.py
@@ -0,0 +1,20 @@
+import os
+import luigi
+import zipfile
+
+class ExtractRawData(luigi.Task):
+    data_path = luigi.Parameter(default="../data/sentiment-analysis-on-movie-reviews.zip")
+
+    def output(self):
+        return {
+            "test": luigi.LocalTarget('../data/output/test.tsv.zip'),
+            "train": luigi.LocalTarget('../data/output/train.tsv.zip'),
+        }
+
+    def run(self):
+        # Check if data file exists
+        assert os.path.exists(self.data_path)
+
+        # Unzip data file
+        with zipfile.ZipFile(self.data_path, 'r') as zip_ref:
+            zip_ref.extractall("../data/output/")